Overview

Dataset info

Number of variables60
Number of observations3366
Missing cells0 (0.0%)
Duplicate rows0 (0.0%)
Total size in memory2.3 MiB
Average record size in memory709.9 B

Variables types

NUM46
BOOL10
CAT4

Reproduction info

Date of analysis2021-02-08 11:56:25.359814
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

Variables

age
Real number (ℝ≥0)

Distinct count73
Unique (%)2.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64.59952465834819
Minimum17.0
Maximum89.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum17
5-th percentile37
Q157
median67
Q375
95-th percentile83.75
Maximum89
Range72
Interquartile range (IQR)18

Descriptive statistics

Standard deviation13.78933153
Coefficient of variation (CV)0.2134587151
Kurtosis0.8945340963
Mean64.59952466
Median Absolute Deviation (MAD)10.73719227
Skewness-0.9003583782
Sum217442
Variance190.145664
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[17. 40.5 46.5 50.5 59.5 79.5 85.5 89. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
71 118 3.5%
 
67 117 3.5%
 
68 115 3.4%
 
73 115 3.4%
 
63 112 3.3%
 
72 112 3.3%
 
60 107 3.2%
 
75 103 3.1%
 
66 99 2.9%
 
74 97 2.9%
 
Other values (63) 2271 67.5%
 
ValueCountFrequency (%) 
17 3 0.1%
 
18 5 0.1%
 
19 7 0.2%
 
20 6 0.2%
 
21 13 0.4%
 
ValueCountFrequency (%) 
89 13 0.4%
 
88 16 0.5%
 
87 22 0.7%
 
86 29 0.9%
 
85 41 1.2%
 

apache_2_diagnosis
Real number (ℝ≥0)

Distinct count42
Unique (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean238.36482471776588
Minimum101.0
Maximum308.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum101
5-th percentile114
Q1203
median208
Q3308
95-th percentile308
Maximum308
Range207
Interquartile range (IQR)105

Descriptive statistics

Standard deviation68.49939425
Coefficient of variation (CV)0.2873720748
Kurtosis-1.055279474
Mean238.3648247
Median Absolute Deviation (MAD)61.79728536
Skewness-0.4073830166
Sum802336
Variance4692.167012
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[101. 112.5 113.5 114.5 115.5 ... 303.5 304.5 305.5 307.5 308. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
308 1167 34.7%
 
203 977 29.0%
 
114 176 5.2%
 
202 173 5.1%
 
302 146 4.3%
 
304 103 3.1%
 
113 101 3.0%
 
207 70 2.1%
 
214 65 1.9%
 
303 44 1.3%
 
Other values (32) 344 10.2%
 
ValueCountFrequency (%) 
101 2 0.1%
 
102 2 0.1%
 
103 6 0.2%
 
105 3 0.1%
 
106 8 0.2%
 
ValueCountFrequency (%) 
308 1167 34.7%
 
307 2 0.1%
 
306 2 0.1%
 
305 32 1.0%
 
304 103 3.1%
 

arf_apache
Boolean

Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
0
3290
1
 
76
ValueCountFrequency (%) 
0 3290 97.7%
 
1 76 2.3%
 

bmi
Real number (ℝ≥0)

Distinct count3063
Unique (%)91.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.994778284191916
Minimum14.84492591
Maximum67.81498973
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum14.84492591
5-th percentile20.58851128
Q125.30617306
median28.89089385
Q333.58926424
95-th percentile42.3395791
Maximum67.81498973
Range52.97006382
Interquartile range (IQR)8.28309118

Descriptive statistics

Standard deviation7.066458422
Coefficient of variation (CV)0.2355896201
Kurtosis3.965417979
Mean29.99477828
Median Absolute Deviation (MAD)5.257511893
Skewness1.358744852
Sum100962.4237
Variance49.93483463
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[14.84492591 18.06919887 20.23826458 21.96328326 23.62406585 ... 40.58041857 45.67623135 52.87347146 67.4945466 67.81498973], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
67.81498973 11 0.3%
 
14.84492591 5 0.1%
 
29.93615455 4 0.1%
 
30.11434594 4 0.1%
 
27.6816609 4 0.1%
 
27.99495395 4 0.1%
 
28.69087371 4 0.1%
 
33.4615355 4 0.1%
 
26.57148171 4 0.1%
 
31.95274882 3 0.1%
 
Other values (3053) 3319 98.6%
 
ValueCountFrequency (%) 
14.84492591 5 0.1%
 
14.9854697 1 < 0.1%
 
15.14960232 1 < 0.1%
 
15.20539991 1 < 0.1%
 
16.17541128 1 < 0.1%
 
ValueCountFrequency (%) 
67.81498973 11 0.3%
 
67.17410348 1 < 0.1%
 
65.42705971 1 < 0.1%
 
64.04031812 1 < 0.1%
 
62.9296875 1 < 0.1%
 

cirrhosis
Boolean

Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
0
3311
1
 
55
ValueCountFrequency (%) 
0 3311 98.4%
 
1 55 1.6%
 

d1_arterial_pco2_max
Real number (ℝ≥0)

Distinct count398
Unique (%)11.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean46.18351158645277
Minimum23.6
Maximum111.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum23.6
5-th percentile35.125
Q141
median45
Q349.1
95-th percentile61.8
Maximum111
Range87.4
Interquartile range (IQR)8.1

Descriptive statistics

Standard deviation9.15617566
Coefficient of variation (CV)0.1982563765
Kurtosis11.23588299
Mean46.18351159
Median Absolute Deviation (MAD)6.112184602
Skewness2.342643388
Sum155453.7
Variance83.83555272
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 23.6 30.95 31.05 31.9 32.1 ... 67.05 72.3 84. 110.05 111. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
42 144 4.3%
 
47 129 3.8%
 
44 128 3.8%
 
46 126 3.7%
 
43 126 3.7%
 
45 125 3.7%
 
41 108 3.2%
 
40 102 3.0%
 
48 101 3.0%
 
49 94 2.8%
 
Other values (388) 2183 64.9%
 
ValueCountFrequency (%) 
23.6 1 < 0.1%
 
23.8 1 < 0.1%
 
24 1 < 0.1%
 
24.3 1 < 0.1%
 
24.5 1 < 0.1%
 
ValueCountFrequency (%) 
111 8 0.2%
 
109.1 1 < 0.1%
 
106 1 < 0.1%
 
105 1 < 0.1%
 
104.4 1 < 0.1%
 

d1_arterial_pco2_min
Real number (ℝ≥0)

Distinct count302
Unique (%)9.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.74539512774807
Minimum14.9
Maximum69.6
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum14.9
5-th percentile25.725
Q132.1
median36
Q339.5
95-th percentile45
Maximum69.6
Range54.7
Interquartile range (IQR)7.4

Descriptive statistics

Standard deviation6.020255646
Coefficient of variation (CV)0.1684204532
Kurtosis1.34405369
Mean35.74539513
Median Absolute Deviation (MAD)4.588104314
Skewness-0.03652194782
Sum120319
Variance36.24347805
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[14.9 20.9 21.05 23.95 24.05 ... 47.85 48.05 52.2 59.9 69.6 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
36 168 5.0%
 
37 163 4.8%
 
39 145 4.3%
 
35 142 4.2%
 
38 134 4.0%
 
33 121 3.6%
 
40 117 3.5%
 
34 117 3.5%
 
41 104 3.1%
 
42 82 2.4%
 
Other values (292) 2073 61.6%
 
ValueCountFrequency (%) 
14.9 3 0.1%
 
15 2 0.1%
 
16 2 0.1%
 
16.3 1 < 0.1%
 
16.5 1 < 0.1%
 
ValueCountFrequency (%) 
69.6 1 < 0.1%
 
66.3 1 < 0.1%
 
62.5 1 < 0.1%
 
60.2 1 < 0.1%
 
59.6 1 < 0.1%
 

d1_arterial_ph_max
Real number (ℝ≥0)

Distinct count310
Unique (%)9.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.403385906120024
Minimum7.05428
Maximum7.62
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum7.05428
5-th percentile7.3
Q17.367
median7.4
Q37.44
95-th percentile7.517
Maximum7.62
Range0.56572
Interquartile range (IQR)0.073

Descriptive statistics

Standard deviation0.06826065373
Coefficient of variation (CV)0.009220193921
Kurtosis3.051553947
Mean7.403385906
Median Absolute Deviation (MAD)0.04966236579
Skewness-0.4226471095
Sum24919.79696
Variance0.004659516848
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[7.05428 7.05714 7.1995 7.2695 7.2725 ... 7.541 7.5495 7.5505 7.617 7.62 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.4 163 4.8%
 
7.39 153 4.5%
 
7.41 145 4.3%
 
7.38 139 4.1%
 
7.42 122 3.6%
 
7.43 121 3.6%
 
7.37 120 3.6%
 
7.36 113 3.4%
 
7.44 96 2.9%
 
7.35 91 2.7%
 
Other values (300) 2103 62.5%
 
ValueCountFrequency (%) 
7.05428 7 0.2%
 
7.06 2 0.1%
 
7.08 1 < 0.1%
 
7.09 1 < 0.1%
 
7.1 1 < 0.1%
 
ValueCountFrequency (%) 
7.62 11 0.3%
 
7.614 1 < 0.1%
 
7.61 4 0.1%
 
7.609 1 < 0.1%
 
7.606 1 < 0.1%
 

d1_arterial_ph_min
Real number (ℝ≥0)

Distinct count380
Unique (%)11.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.2978492929292935
Minimum6.89
Maximum7.557860000000001
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum6.89
5-th percentile7.1155
Q17.27
median7.31
Q37.35
95-th percentile7.41
Maximum7.55786
Range0.66786
Interquartile range (IQR)0.08

Descriptive statistics

Standard deviation0.09009540096
Coefficient of variation (CV)0.01234547294
Kurtosis3.928141105
Mean7.297849293
Median Absolute Deviation (MAD)0.06257613113
Skewness-1.555486712
Sum24564.56072
Variance0.008117181274
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[6.89 6.891 7.027 7.1075 7.1105 ... 7.4205 7.4395 7.4405 7.4715 7.55786], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7.32 143 4.2%
 
7.31 133 4.0%
 
7.33 133 4.0%
 
7.29 125 3.7%
 
7.3 124 3.7%
 
7.34 117 3.5%
 
7.28 112 3.3%
 
7.35 109 3.2%
 
7.36 84 2.5%
 
7.27 82 2.4%
 
Other values (370) 2204 65.5%
 
ValueCountFrequency (%) 
6.89 10 0.3%
 
6.892 1 < 0.1%
 
6.894 1 < 0.1%
 
6.9 3 0.1%
 
6.91 4 0.1%
 
ValueCountFrequency (%) 
7.55786 2 0.1%
 
7.52 2 0.1%
 
7.51 1 < 0.1%
 
7.507 1 < 0.1%
 
7.493 1 < 0.1%
 

d1_arterial_po2_min
Real number (ℝ≥0)

Distinct count537
Unique (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean94.42287106357693
Minimum28.0
Maximum448.892
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum28
5-th percentile51
Q169.925
median84
Q3109
95-th percentile167.75
Maximum448.892
Range420.892
Interquartile range (IQR)39.075

Descriptive statistics

Standard deviation40.67964971
Coefficient of variation (CV)0.4308241134
Kurtosis11.58537459
Mean94.42287106
Median Absolute Deviation (MAD)28.26212058
Skewness2.459352079
Sum317827.384
Variance1654.833901
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 28. 28.3 43.5 52.8 53.1 ... 157.05 184.3 209. 249. 448.892], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
73 61 1.8%
 
79 60 1.8%
 
76 58 1.7%
 
83 57 1.7%
 
71 54 1.6%
 
74 49 1.5%
 
84 49 1.5%
 
61 48 1.4%
 
63 47 1.4%
 
69 46 1.4%
 
Other values (527) 2837 84.3%
 
ValueCountFrequency (%) 
28 14 0.4%
 
28.6 1 < 0.1%
 
29 3 0.1%
 
30 2 0.1%
 
31 2 0.1%
 
ValueCountFrequency (%) 
448.892 2 0.1%
 
411 1 < 0.1%
 
409 1 < 0.1%
 
389 1 < 0.1%
 
388 1 < 0.1%
 

d1_calcium_max
Real number (ℝ≥0)

Distinct count47
Unique (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.38716577540107
Minimum6.2
Maximum10.8
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum6.2
5-th percentile7.2
Q17.9
median8.3
Q38.8
95-th percentile9.875
Maximum10.8
Range4.6
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.8037663129
Coefficient of variation (CV)0.09583288734
Kurtosis0.6612571452
Mean8.387165775
Median Absolute Deviation (MAD)0.6133883662
Skewness0.4014986619
Sum28231.2
Variance0.6460402857
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 6.2 6.25 6.95 7.25 7.55 ... 9.25 9.75 10.15 10.75 10.8 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.4 213 6.3%
 
8.3 208 6.2%
 
8.2 207 6.1%
 
8.1 190 5.6%
 
8 172 5.1%
 
7.9 169 5.0%
 
8.6 165 4.9%
 
8.5 164 4.9%
 
7.6 132 3.9%
 
8.7 131 3.9%
 
Other values (37) 1615 48.0%
 
ValueCountFrequency (%) 
6.2 20 0.6%
 
6.3 4 0.1%
 
6.4 6 0.2%
 
6.5 8 0.2%
 
6.6 16 0.5%
 
ValueCountFrequency (%) 
10.8 42 1.2%
 
10.7 6 0.2%
 
10.6 6 0.2%
 
10.5 8 0.2%
 
10.4 10 0.3%
 

d1_calcium_min
Real number (ℝ≥0)

Distinct count49
Unique (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.839988116458705
Minimum5.5
Maximum10.3
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum5.5
5-th percentile6.3
Q17.4
median7.9
Q38.3
95-th percentile9.1
Maximum10.3
Range4.8
Interquartile range (IQR)0.9

Descriptive statistics

Standard deviation0.8109865215
Coefficient of variation (CV)0.1034423151
Kurtosis0.7943760664
Mean7.839988116
Median Absolute Deviation (MAD)0.6136906798
Skewness-0.4103610745
Sum26389.4
Variance0.657699138
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5.5 5.55 5.95 6.55 6.85 ... 8.95 9.25 9.75 10.25 10.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.1 217 6.4%
 
7.9 212 6.3%
 
8 202 6.0%
 
8.2 198 5.9%
 
7.8 184 5.5%
 
7.6 174 5.2%
 
7.7 174 5.2%
 
8.3 150 4.5%
 
8.4 150 4.5%
 
7.5 148 4.4%
 
Other values (39) 1557 46.3%
 
ValueCountFrequency (%) 
5.5 56 1.7%
 
5.6 10 0.3%
 
5.7 9 0.3%
 
5.8 9 0.3%
 
5.9 13 0.4%
 
ValueCountFrequency (%) 
10.3 10 0.3%
 
10.2 2 0.1%
 
10.1 3 0.1%
 
10 1 < 0.1%
 
9.9 6 0.2%
 

d1_diasbp_invasive_max
Real number (ℝ≥0)

Distinct count121
Unique (%)3.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean78.16904337492572
Minimum37.0
Maximum181.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum37
5-th percentile55
Q166
median75
Q386
95-th percentile113
Maximum181
Range144
Interquartile range (IQR)20

Descriptive statistics

Standard deviation19.21670285
Coefficient of variation (CV)0.2458352056
Kurtosis5.835432469
Mean78.16904337
Median Absolute Deviation (MAD)13.73514902
Skewness1.788934963
Sum263117
Variance369.2816684
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 37. 46.5 51.5 55.5 58.5 ... 103.5 109.5 130.5 180. 181. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
74 114 3.4%
 
76 108 3.2%
 
67 106 3.1%
 
70 104 3.1%
 
68 102 3.0%
 
66 100 3.0%
 
73 99 2.9%
 
71 88 2.6%
 
84 88 2.6%
 
75 84 2.5%
 
Other values (111) 2373 70.5%
 
ValueCountFrequency (%) 
37 5 0.1%
 
40 5 0.1%
 
42 2 0.1%
 
43 4 0.1%
 
44 5 0.1%
 
ValueCountFrequency (%) 
181 15 0.4%
 
179 1 < 0.1%
 
177 2 0.1%
 
175 1 < 0.1%
 
171 1 < 0.1%
 

d1_diasbp_invasive_min
Real number (ℝ≥0)

Distinct count77
Unique (%)2.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean43.459001782531196
Minimum5.0
Maximum89.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum5
5-th percentile28
Q138
median44
Q349
95-th percentile59
Maximum89
Range84
Interquartile range (IQR)11

Descriptive statistics

Standard deviation9.819195233
Coefficient of variation (CV)0.2259415732
Kurtosis1.703293864
Mean43.45900178
Median Absolute Deviation (MAD)7.321610781
Skewness-0.057235047
Sum146283
Variance96.41659502
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 5. 17.5 23.5 27.5 31.5 ... 56.5 61.5 66.5 74. 89. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
44 179 5.3%
 
45 172 5.1%
 
43 169 5.0%
 
42 163 4.8%
 
46 156 4.6%
 
40 146 4.3%
 
48 139 4.1%
 
41 138 4.1%
 
47 138 4.1%
 
49 136 4.0%
 
Other values (67) 1830 54.4%
 
ValueCountFrequency (%) 
5 6 0.2%
 
6 1 < 0.1%
 
8 2 0.1%
 
9 1 < 0.1%
 
10 2 0.1%
 
ValueCountFrequency (%) 
89 3 0.1%
 
86 2 0.1%
 
82 1 < 0.1%
 
81 1 < 0.1%
 
80 2 0.1%
 

d1_glucose_max
Real number (ℝ≥0)

Distinct count317
Unique (%)9.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean189.99376114081997
Minimum73.0
Maximum611.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum73
5-th percentile125
Q1153
median176
Q3207
95-th percentile307
Maximum611
Range538
Interquartile range (IQR)54

Descriptive statistics

Standard deviation61.46052229
Coefficient of variation (CV)0.3234870552
Kurtosis9.629940874
Mean189.9937611
Median Absolute Deviation (MAD)41.40872604
Skewness2.443850127
Sum639519
Variance3777.395801
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 73. 99.5 116.5 128.5 139.5 ... 345.5 408.5 501.5 609. 611. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
163 54 1.6%
 
176 48 1.4%
 
162 45 1.3%
 
164 44 1.3%
 
175 43 1.3%
 
177 42 1.2%
 
158 39 1.2%
 
165 39 1.2%
 
160 38 1.1%
 
171 38 1.1%
 
Other values (307) 2936 87.2%
 
ValueCountFrequency (%) 
73 1 < 0.1%
 
82 1 < 0.1%
 
86 1 < 0.1%
 
87 1 < 0.1%
 
88 1 < 0.1%
 
ValueCountFrequency (%) 
611 7 0.2%
 
607 1 < 0.1%
 
573 1 < 0.1%
 
569 1 < 0.1%
 
547 1 < 0.1%
 

d1_hco3_max
Real number (ℝ≥0)

Distinct count80
Unique (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.858169934640525
Minimum12.0
Maximum40.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum12
5-th percentile19
Q122
median24
Q326
95-th percentile28.95
Maximum40
Range28
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.179002915
Coefficient of variation (CV)0.1332458828
Kurtosis2.31310082
Mean23.85816993
Median Absolute Deviation (MAD)2.331310413
Skewness-0.1138597673
Sum80306.6
Variance10.10605953
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[12. 12.5 14.95 15.05 15.55 ... 30.15 30.75 31.1 34.5 40. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
24 513 15.2%
 
25 473 14.1%
 
23 456 13.5%
 
22 384 11.4%
 
26 364 10.8%
 
27 215 6.4%
 
21 206 6.1%
 
20 154 4.6%
 
28 133 4.0%
 
19 83 2.5%
 
Other values (70) 385 11.4%
 
ValueCountFrequency (%) 
12 15 0.4%
 
13 11 0.3%
 
14 7 0.2%
 
14.9 1 < 0.1%
 
15 15 0.4%
 
ValueCountFrequency (%) 
40 3 0.1%
 
37 6 0.2%
 
36 2 0.1%
 
35 1 < 0.1%
 
34 7 0.2%
 

d1_hco3_min
Real number (ℝ≥0)

Distinct count61
Unique (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean21.556298276886512
Minimum7.0
Maximum39.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum7
5-th percentile14.125
Q120
median22
Q324
95-th percentile26
Maximum39
Range32
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.651871692
Coefficient of variation (CV)0.1694108908
Kurtosis2.508009257
Mean21.55629828
Median Absolute Deviation (MAD)2.647352311
Skewness-0.9083521126
Sum72558.5
Variance13.33616686
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 7. 11.1 11.75 13.2 13.9 ... 26.5 27.5 28.5 30.5 39. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
22 497 14.8%
 
23 495 14.7%
 
21 430 12.8%
 
24 385 11.4%
 
20 298 8.9%
 
25 256 7.6%
 
19 185 5.5%
 
26 128 3.8%
 
18 127 3.8%
 
17 89 2.6%
 
Other values (51) 476 14.1%
 
ValueCountFrequency (%) 
7 16 0.5%
 
8 13 0.4%
 
9 8 0.2%
 
10 12 0.4%
 
11 19 0.6%
 
ValueCountFrequency (%) 
39 1 < 0.1%
 
37 1 < 0.1%
 
36 1 < 0.1%
 
34 3 0.1%
 
33 2 0.1%
 

d1_heartrate_max
Real number (ℝ≥0)

Distinct count115
Unique (%)3.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean102.7688651218063
Minimum58.0
Maximum177.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum58
5-th percentile77
Q190
median99
Q3113
95-th percentile140
Maximum177
Range119
Interquartile range (IQR)23

Descriptive statistics

Standard deviation19.40158368
Coefficient of variation (CV)0.1887885369
Kurtosis1.041785329
Mean102.7688651
Median Absolute Deviation (MAD)15.06928853
Skewness0.9035129011
Sum345920
Variance376.4214494
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 58. 58.5 63.5 68.5 73.5 ... 144.5 154.5 169. 176.5 177. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
90 124 3.7%
 
91 98 2.9%
 
92 97 2.9%
 
98 83 2.5%
 
96 82 2.4%
 
94 81 2.4%
 
93 79 2.3%
 
95 78 2.3%
 
97 77 2.3%
 
100 76 2.3%
 
Other values (105) 2491 74.0%
 
ValueCountFrequency (%) 
58 5 0.1%
 
59 1 < 0.1%
 
61 1 < 0.1%
 
62 1 < 0.1%
 
63 1 < 0.1%
 
ValueCountFrequency (%) 
177 12 0.4%
 
176 1 < 0.1%
 
175 1 < 0.1%
 
173 1 < 0.1%
 
171 1 < 0.1%
 

d1_heartrate_min
Real number (ℝ≥0)

Distinct count104
Unique (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69.9503862150921
Minimum0.0
Maximum130.0
Zeros17
Zeros (%)0.5%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile48
Q160.25
median70
Q379
95-th percentile95
Maximum130
Range130
Interquartile range (IQR)18.75

Descriptive statistics

Standard deviation15.12985609
Coefficient of variation (CV)0.2162941036
Kurtosis2.583329389
Mean69.95038622
Median Absolute Deviation (MAD)11.33979885
Skewness-0.240504177
Sum235453
Variance228.9125452
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 4. 33.5 41.5 50.5 ... 87.5 93.5 100.5 112.5 130. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
80 142 4.2%
 
70 134 4.0%
 
60 122 3.6%
 
72 108 3.2%
 
66 107 3.2%
 
62 105 3.1%
 
79 94 2.8%
 
74 92 2.7%
 
65 92 2.7%
 
76 92 2.7%
 
Other values (94) 2278 67.7%
 
ValueCountFrequency (%) 
0 17 0.5%
 
8 1 < 0.1%
 
11 1 < 0.1%
 
12 2 0.1%
 
18 1 < 0.1%
 
ValueCountFrequency (%) 
130 1 < 0.1%
 
127 1 < 0.1%
 
124 3 0.1%
 
122 2 0.1%
 
121 1 < 0.1%
 

d1_inr_max
Real number (ℝ≥0)

Distinct count189
Unique (%)5.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.4763262032085562
Minimum0.9
Maximum7.756
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1.09
Q11.2
median1.33
Q31.5
95-th percentile2.2
Maximum7.756
Range6.856
Interquartile range (IQR)0.3

Descriptive statistics

Standard deviation0.6391988517
Coefficient of variation (CV)0.4329658651
Kurtosis41.61486002
Mean1.476326203
Median Absolute Deviation (MAD)0.3156131939
Skewness5.610313238
Sum4969.314
Variance0.408575172
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.9 0.91 0.995 1.005 1.095 ... 2.515 4.11 5.5 7.578 7.756], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.3 438 13.0%
 
1.2 423 12.6%
 
1.4 404 12.0%
 
1.1 324 9.6%
 
1.5 241 7.2%
 
1.6 178 5.3%
 
1.7 109 3.2%
 
1.8 74 2.2%
 
1 73 2.2%
 
1.9 50 1.5%
 
Other values (179) 1052 31.3%
 
ValueCountFrequency (%) 
0.9 25 0.7%
 
0.92 2 0.1%
 
0.93 2 0.1%
 
0.95 3 0.1%
 
0.96 2 0.1%
 
ValueCountFrequency (%) 
7.756 9 0.3%
 
7.4 1 < 0.1%
 
7.2 1 < 0.1%
 
6.7 2 0.1%
 
6.62 1 < 0.1%
 

d1_inr_min
Real number (ℝ≥0)

Distinct count150
Unique (%)4.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.349592394533571
Minimum0.9
Maximum6.127000000000001
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile1
Q11.17
median1.3
Q31.4
95-th percentile1.8875
Maximum6.127
Range5.227
Interquartile range (IQR)0.23

Descriptive statistics

Standard deviation0.3887351214
Coefficient of variation (CV)0.2880389093
Kurtosis44.23161098
Mean1.349592395
Median Absolute Deviation (MAD)0.217968855
Skewness5.201558867
Sum4542.728
Variance0.1511149946
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.9 0.91 0.995 1.005 1.055 ... 2.085 2.105 2.535 4.25 6.127], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.2 519 15.4%
 
1.3 450 13.4%
 
1.1 420 12.5%
 
1.4 388 11.5%
 
1.5 205 6.1%
 
1 134 4.0%
 
1.6 123 3.7%
 
1.7 66 2.0%
 
0.9 58 1.7%
 
1.8 49 1.5%
 
Other values (140) 954 28.3%
 
ValueCountFrequency (%) 
0.9 58 1.7%
 
0.92 5 0.1%
 
0.93 3 0.1%
 
0.94 1 < 0.1%
 
0.95 6 0.2%
 
ValueCountFrequency (%) 
6.127 4 0.1%
 
5.4 1 < 0.1%
 
4.9 1 < 0.1%
 
4.7 1 < 0.1%
 
4.3 1 < 0.1%
 

d1_pao2fio2ratio_max
Real number (ℝ≥0)

Distinct count1168
Unique (%)34.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean311.8248385593732
Minimum54.8
Maximum834.805
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum54.8
5-th percentile146.1
Q1227.125
median297.3214286
Q3378.25
95-th percentile511.0119048
Maximum834.805
Range780.005
Interquartile range (IQR)151.125

Descriptive statistics

Standard deviation124.1058209
Coefficient of variation (CV)0.3979985091
Kurtosis2.971540336
Mean311.8248386
Median Absolute Deviation (MAD)93.5697279
Skewness1.182471493
Sum1049602.407
Variance15402.25477
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 54.8 123.66666665 159.9 160.28169015 179.9 ... 500.5 549.6 614.5238095 829.06916665 834.805 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
834.805 36 1.1%
 
280 28 0.8%
 
260 28 0.8%
 
300 24 0.7%
 
310 22 0.7%
 
250 21 0.6%
 
295 20 0.6%
 
330 19 0.6%
 
290 19 0.6%
 
230 19 0.6%
 
Other values (1158) 3130 93.0%
 
ValueCountFrequency (%) 
54.8 5 0.1%
 
57 1 < 0.1%
 
58 1 < 0.1%
 
59 1 < 0.1%
 
63 2 0.1%
 
ValueCountFrequency (%) 
834.805 36 1.1%
 
823.3333333 1 < 0.1%
 
820 1 < 0.1%
 
815 1 < 0.1%
 
810 1 < 0.1%
 

d1_pao2fio2ratio_min
Real number (ℝ≥0)

Distinct count1134
Unique (%)33.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean203.03464608604278
Minimum36.0
Maximum604.2277778
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile63
Q1127.1428571
median190
Q3264
95-th percentile392.5
Maximum604.2277778
Range568.2277778
Interquartile range (IQR)136.8571429

Descriptive statistics

Standard deviation100.3896603
Coefficient of variation (CV)0.4944459589
Kurtosis0.2913301082
Mean203.0346461
Median Absolute Deviation (MAD)80.36714662
Skewness0.7047736316
Sum683414.6187
Variance10078.08389
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 36. 36.45 48.875 82.92857143 83.1 ... 330.07142855 395.1190476 437.08333335 503. 604.2277778 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
190 27 0.8%
 
210 25 0.7%
 
220 25 0.7%
 
140 24 0.7%
 
200 22 0.7%
 
166 22 0.7%
 
152 21 0.6%
 
138 20 0.6%
 
280 20 0.6%
 
160 20 0.6%
 
Other values (1124) 3140 93.3%
 
ValueCountFrequency (%) 
36 18 0.5%
 
36.9 1 < 0.1%
 
37 2 0.1%
 
37.22222222 1 < 0.1%
 
37.4 1 < 0.1%
 
ValueCountFrequency (%) 
604.2277778 5 0.1%
 
580 1 < 0.1%
 
555 1 < 0.1%
 
542 1 < 0.1%
 
541 1 < 0.1%
 

d1_resprate_max
Real number (ℝ≥0)

Distinct count67
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean28.511586452762923
Minimum14.0
Maximum92.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum14
5-th percentile19
Q123
median27
Q331
95-th percentile43.75
Maximum92
Range78
Interquartile range (IQR)8

Descriptive statistics

Standard deviation9.637671384
Coefficient of variation (CV)0.3380264862
Kurtosis13.74606855
Mean28.51158645
Median Absolute Deviation (MAD)6.151464313
Skewness2.971541466
Sum95970
Variance92.8847097
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[14. 14.5 17.5 19.5 21.5 ... 43.5 51.5 74.5 91. 92. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
24 264 7.8%
 
26 240 7.1%
 
25 232 6.9%
 
23 212 6.3%
 
22 208 6.2%
 
28 206 6.1%
 
27 192 5.7%
 
30 189 5.6%
 
29 164 4.9%
 
20 161 4.8%
 
Other values (57) 1298 38.6%
 
ValueCountFrequency (%) 
14 37 1.1%
 
15 13 0.4%
 
16 22 0.7%
 
17 32 1.0%
 
18 51 1.5%
 
ValueCountFrequency (%) 
92 16 0.5%
 
90 1 < 0.1%
 
88 2 0.1%
 
85 1 < 0.1%
 
83 1 < 0.1%
 

d1_sodium_max
Real number (ℝ≥0)

Distinct count37
Unique (%)1.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean142.07115270350565
Minimum123.0
Maximum158.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum123
5-th percentile136
Q1139
median142
Q3144
95-th percentile150
Maximum158
Range35
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.307805174
Coefficient of variation (CV)0.03032146282
Kurtosis1.640683767
Mean142.0711527
Median Absolute Deviation (MAD)3.219883043
Skewness0.4798707564
Sum478211.5
Variance18.55718542
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[123. 128.5 132.5 134.5 136.5 ... 148.55 150.5 153.5 157.5 158. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
141 379 11.3%
 
142 358 10.6%
 
140 351 10.4%
 
143 329 9.8%
 
144 282 8.4%
 
139 255 7.6%
 
138 230 6.8%
 
145 221 6.6%
 
146 162 4.8%
 
137 136 4.0%
 
Other values (27) 663 19.7%
 
ValueCountFrequency (%) 
123 2 0.1%
 
125 1 < 0.1%
 
126 1 < 0.1%
 
127 1 < 0.1%
 
128 2 0.1%
 
ValueCountFrequency (%) 
158 20 0.6%
 
157 4 0.1%
 
156 8 0.2%
 
155 13 0.4%
 
154 11 0.3%
 

d1_sodium_min
Real number (ℝ≥0)

Distinct count46
Unique (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean138.61639928698753
Minimum117.0
Maximum153.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum117
5-th percentile132
Q1136
median139
Q3141
95-th percentile145
Maximum153
Range36
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.117785681
Coefficient of variation (CV)0.02970633852
Kurtosis2.238401209
Mean138.6163993
Median Absolute Deviation (MAD)3.086307555
Skewness-0.2382348706
Sum466582.8
Variance16.95615892
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[117. 125.5 129.5 130.1 130.6 ... 143.55 144.5 146.5 149.5 153. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
138 382 11.3%
 
140 365 10.8%
 
139 358 10.6%
 
137 343 10.2%
 
136 297 8.8%
 
141 264 7.8%
 
142 229 6.8%
 
135 227 6.7%
 
143 152 4.5%
 
134 132 3.9%
 
Other values (36) 617 18.3%
 
ValueCountFrequency (%) 
117 5 0.1%
 
119 1 < 0.1%
 
120 1 < 0.1%
 
121 3 0.1%
 
122 2 0.1%
 
ValueCountFrequency (%) 
153 5 0.1%
 
152 6 0.2%
 
151 6 0.2%
 
150 13 0.4%
 
149 20 0.6%
 

d1_spo2_min
Real number (ℝ≥0)

Distinct count82
Unique (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean90.10071301247771
Minimum0.0
Maximum100.0
Zeros4
Zeros (%)0.1%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile74
Q190
median93
Q395
95-th percentile99
Maximum100
Range100
Interquartile range (IQR)5

Descriptive statistics

Standard deviation11.28384107
Coefficient of variation (CV)0.1252358688
Kurtosis24.61504234
Mean90.10071301
Median Absolute Deviation (MAD)5.89207372
Skewness-4.412136178
Sum303279
Variance127.3250693
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 39.5 62.5 75.5 ... 94.5 96.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
93 368 10.9%
 
92 331 9.8%
 
94 306 9.1%
 
95 287 8.5%
 
91 279 8.3%
 
90 254 7.5%
 
96 237 7.0%
 
97 177 5.3%
 
89 139 4.1%
 
98 136 4.0%
 
Other values (72) 852 25.3%
 
ValueCountFrequency (%) 
0 4 0.1%
 
1 1 < 0.1%
 
2 1 < 0.1%
 
4 1 < 0.1%
 
5 1 < 0.1%
 
ValueCountFrequency (%) 
100 84 2.5%
 
99 95 2.8%
 
98 136 4.0%
 
97 177 5.3%
 
96 237 7.0%
 

d1_sysbp_invasive_max
Real number (ℝ≥0)

Distinct count181
Unique (%)5.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean152.907605466429
Minimum71.0
Maximum295.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum71
5-th percentile118
Q1136
median149
Q3164
95-th percentile200
Maximum295
Range224
Interquartile range (IQR)28

Descriptive statistics

Standard deviation27.62580714
Coefficient of variation (CV)0.180669935
Kurtosis4.689844699
Mean152.9076055
Median Absolute Deviation (MAD)19.71668045
Skewness1.475328877
Sum514687
Variance763.18522
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 71. 99.5 104.5 119.5 127.5 ... 179.5 188.5 201.5 222.5 295. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
150 81 2.4%
 
149 76 2.3%
 
140 74 2.2%
 
145 73 2.2%
 
143 67 2.0%
 
144 66 2.0%
 
156 65 1.9%
 
148 65 1.9%
 
138 62 1.8%
 
135 62 1.8%
 
Other values (171) 2675 79.5%
 
ValueCountFrequency (%) 
71 4 0.1%
 
76 1 < 0.1%
 
77 2 0.1%
 
86 1 < 0.1%
 
87 2 0.1%
 
ValueCountFrequency (%) 
295 9 0.3%
 
290 1 < 0.1%
 
289 2 0.1%
 
287 1 < 0.1%
 
285 1 < 0.1%
 

d1_sysbp_invasive_min
Real number (ℝ≥0)

Distinct count129
Unique (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean86.75787284610814
Minimum10.0
Maximum172.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum10
5-th percentile60
Q178
median88
Q396
95-th percentile112
Maximum172
Range162
Interquartile range (IQR)18

Descriptive statistics

Standard deviation16.77842372
Coefficient of variation (CV)0.1933936734
Kurtosis2.47718535
Mean86.75787285
Median Absolute Deviation (MAD)12.18346744
Skewness-0.2467458412
Sum292027
Variance281.5155026
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 10. 38.5 59.5 66.5 73.5 ... 108.5 114.5 121.5 143.5 172. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
88 117 3.5%
 
89 115 3.4%
 
90 108 3.2%
 
86 106 3.1%
 
94 106 3.1%
 
93 103 3.1%
 
91 102 3.0%
 
84 102 3.0%
 
83 99 2.9%
 
82 92 2.7%
 
Other values (119) 2316 68.8%
 
ValueCountFrequency (%) 
10 3 0.1%
 
13 1 < 0.1%
 
15 2 0.1%
 
16 2 0.1%
 
17 1 < 0.1%
 
ValueCountFrequency (%) 
172 1 < 0.1%
 
160 1 < 0.1%
 
157 2 0.1%
 
152 1 < 0.1%
 
144 3 0.1%
 

d1_temp_max
Real number (ℝ≥0)

Distinct count84
Unique (%)2.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean37.574307482670825
Minimum35.1
Maximum39.9
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum35.1
5-th percentile36.5
Q137.2
median37.6
Q338
95-th percentile38.7
Maximum39.9
Range4.8
Interquartile range (IQR)0.8

Descriptive statistics

Standard deviation0.7405974305
Coefficient of variation (CV)0.01971020839
Kurtosis1.611783344
Mean37.57430748
Median Absolute Deviation (MAD)0.5547372387
Skewness-0.3211786616
Sum126475.119
Variance0.548484554
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[35.1 35.2 36.05 36.35 36.525 ... 38.85 39.10712 39.50158 39.85 39.9 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
37.6 227 6.7%
 
37.3 211 6.3%
 
37.7 197 5.9%
 
37.4 193 5.7%
 
37.8 191 5.7%
 
37.2 188 5.6%
 
38 182 5.4%
 
37.5 179 5.3%
 
37.1 173 5.1%
 
37.9 165 4.9%
 
Other values (74) 1460 43.4%
 
ValueCountFrequency (%) 
35.1 56 1.7%
 
35.3 4 0.1%
 
35.389 1 < 0.1%
 
35.4 5 0.1%
 
35.5 1 < 0.1%
 
ValueCountFrequency (%) 
39.9 12 0.4%
 
39.8 4 0.1%
 
39.7 3 0.1%
 
39.6 6 0.2%
 
39.50316 1 < 0.1%
 

df_index
Real number (ℝ≥0)

UNIQUE
Distinct count3366
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean65754.16428995841
Minimum106
Maximum130154
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum106
5-th percentile10084.5
Q127559.5
median56212
Q3113032.5
95-th percentile127649.25
Maximum130154
Range130048
Interquartile range (IQR)85473

Descriptive statistics

Standard deviation41056.82422
Coefficient of variation (CV)0.6243988448
Kurtosis-1.4310053
Mean65754.16429
Median Absolute Deviation (MAD)36806.19452
Skewness0.2390337435
Sum221328517
Variance1685662815
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1.060000e+02 1.034700e+04 1.473050e+04 1.851950e+04 3.132250e+04 ... 1.093130e+05 1.120365e+05 1.223335e+05 1.268090e+05 1.301540e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
26623 1 < 0.1%
 
25285 1 < 0.1%
 
27392 1 < 0.1%
 
115453 1 < 0.1%
 
27388 1 < 0.1%
 
56058 1 < 0.1%
 
58105 1 < 0.1%
 
125688 1 < 0.1%
 
119543 1 < 0.1%
 
88818 1 < 0.1%
 
Other values (3356) 3356 99.7%
 
ValueCountFrequency (%) 
106 1 < 0.1%
 
132 1 < 0.1%
 
426 1 < 0.1%
 
445 1 < 0.1%
 
535 1 < 0.1%
 
ValueCountFrequency (%) 
130154 1 < 0.1%
 
130151 1 < 0.1%
 
130149 1 < 0.1%
 
130120 1 < 0.1%
 
130105 1 < 0.1%
 
Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
0
2538
1
828
ValueCountFrequency (%) 
0 2538 75.4%
 
1 828 24.6%
 

ethnicity
Categorical

Distinct count6
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
Caucasian
2747
African American
 
262
Other/Unknown
 
143
Hispanic
 
137
Asian
 
54
ValueCountFrequency (%) 
Caucasian 2747 81.6%
 
African American 262 7.8%
 
Other/Unknown 143 4.2%
 
Hispanic 137 4.1%
 
Asian 54 1.6%
 
Native American 23 0.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length16
Mean length9.650920974
Min length5
Scatter

gcs_motor_apache
Real number (ℝ≥0)

Distinct count6
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.7756981580510995
Minimum1.0
Maximum6.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q14
median6
Q36
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.974853211
Coefficient of variation (CV)0.4135213628
Kurtosis-0.2231606292
Mean4.775698158
Median Absolute Deviation (MAD)1.630192739
Skewness-1.255662836
Sum16075
Variance3.900045203
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 3.5 4.5 5.5 6. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
6 2186 64.9%
 
1 668 19.8%
 
5 300 8.9%
 
4 173 5.1%
 
3 21 0.6%
 
2 18 0.5%
 
ValueCountFrequency (%) 
1 668 19.8%
 
2 18 0.5%
 
3 21 0.6%
 
4 173 5.1%
 
5 300 8.9%
 
ValueCountFrequency (%) 
6 2186 64.9%
 
5 300 8.9%
 
4 173 5.1%
 
3 21 0.6%
 
2 18 0.5%
 

gender
Categorical

Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
M
2198
F
1168
ValueCountFrequency (%) 
M 2198 65.3%
 
F 1168 34.7%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

h1_arterial_po2_min
Real number (ℝ≥0)

Distinct count656
Unique (%)19.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean165.11977569815807
Minimum31.0
Maximum514.905
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum31
5-th percentile61
Q188
median132
Q3216
95-th percentile389
Maximum514.905
Range483.905
Interquartile range (IQR)128

Descriptive statistics

Standard deviation101.7943334
Coefficient of variation (CV)0.6164878374
Kurtosis0.9922298011
Mean165.1197757
Median Absolute Deviation (MAD)80.43972066
Skewness1.245188685
Sum555793.165
Variance10362.08632
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 31. 50.45 60.85 64.9 65.1 ... 289.5 351.5 459.5 511.9525 514.905 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
83 35 1.0%
 
74 31 0.9%
 
84 29 0.9%
 
79 27 0.8%
 
92 27 0.8%
 
67 26 0.8%
 
73 26 0.8%
 
76 26 0.8%
 
91 25 0.7%
 
98 25 0.7%
 
Other values (646) 3089 91.8%
 
ValueCountFrequency (%) 
31 8 0.2%
 
33 2 0.1%
 
34 3 0.1%
 
34.3 1 < 0.1%
 
35 1 < 0.1%
 
ValueCountFrequency (%) 
514.905 13 0.4%
 
509 2 0.1%
 
508 1 < 0.1%
 
507 1 < 0.1%
 
506 1 < 0.1%
 

h1_heartrate_max
Real number (ℝ≥0)

Distinct count115
Unique (%)3.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean90.43077837195484
Minimum46.0
Maximum164.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum46
5-th percentile64
Q180
median87
Q3100
95-th percentile127
Maximum164
Range118
Interquartile range (IQR)20

Descriptive statistics

Standard deviation18.8561251
Coefficient of variation (CV)0.2085144619
Kurtosis1.460708053
Mean90.43077837
Median Absolute Deviation (MAD)14.2287963
Skewness0.9526923278
Sum304390
Variance355.5534536
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 46. 53.5 59.5 67.5 77.5 ... 111.5 120.5 137.5 163. 164. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
80 290 8.6%
 
90 154 4.6%
 
91 106 3.1%
 
87 98 2.9%
 
81 94 2.8%
 
86 93 2.8%
 
82 84 2.5%
 
84 79 2.3%
 
92 74 2.2%
 
79 72 2.1%
 
Other values (105) 2222 66.0%
 
ValueCountFrequency (%) 
46 6 0.2%
 
47 3 0.1%
 
48 1 < 0.1%
 
50 4 0.1%
 
51 2 0.1%
 
ValueCountFrequency (%) 
164 13 0.4%
 
162 2 0.1%
 
161 2 0.1%
 
160 3 0.1%
 
159 3 0.1%
 

h1_heartrate_min
Real number (ℝ≥0)

Distinct count104
Unique (%)3.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean80.7944147355912
Minimum36.0
Maximum144.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum36
5-th percentile56
Q170
median80
Q390
95-th percentile112
Maximum144
Range108
Interquartile range (IQR)20

Descriptive statistics

Standard deviation16.76112866
Coefficient of variation (CV)0.2074540513
Kurtosis0.8250588308
Mean80.79441474
Median Absolute Deviation (MAD)12.65637995
Skewness0.5972307983
Sum271954
Variance280.9354339
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 36. 37. 41.5 50.5 53.5 ... 91.5 102.5 114.5 126.5 144. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
80 327 9.7%
 
90 124 3.7%
 
79 102 3.0%
 
70 95 2.8%
 
82 86 2.6%
 
72 84 2.5%
 
73 81 2.4%
 
78 81 2.4%
 
76 79 2.3%
 
86 75 2.2%
 
Other values (94) 2232 66.3%
 
ValueCountFrequency (%) 
36 7 0.2%
 
38 2 0.1%
 
40 1 < 0.1%
 
41 1 < 0.1%
 
42 3 0.1%
 
ValueCountFrequency (%) 
144 8 0.2%
 
142 1 < 0.1%
 
141 1 < 0.1%
 
139 3 0.1%
 
137 1 < 0.1%
 

h1_mbp_invasive_max
Real number (ℝ≥0)

Distinct count198
Unique (%)5.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean92.62347742127155
Minimum35.625
Maximum293.375
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum35.625
5-th percentile65
Q177
median86
Q398
95-th percentile134
Maximum293.375
Range257.75
Interquartile range (IQR)21

Descriptive statistics

Standard deviation31.64572155
Coefficient of variation (CV)0.34165983
Kurtosis16.45006747
Mean92.62347742
Median Absolute Deviation (MAD)18.35337372
Skewness3.529291561
Sum311770.625
Variance1001.451693
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 35.625 49.5 61.5 66.5 73.5 ... 115.5 127.5 148.5 293.1875 293.375 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
84 99 2.9%
 
82 97 2.9%
 
86 86 2.6%
 
77 85 2.5%
 
83 84 2.5%
 
80 83 2.5%
 
85 81 2.4%
 
79 80 2.4%
 
78 80 2.4%
 
81 80 2.4%
 
Other values (188) 2511 74.6%
 
ValueCountFrequency (%) 
35.625 5 0.1%
 
40 2 0.1%
 
43 1 < 0.1%
 
45 1 < 0.1%
 
46 1 < 0.1%
 
ValueCountFrequency (%) 
293.375 12 0.4%
 
293 1 < 0.1%
 
292 1 < 0.1%
 
291 1 < 0.1%
 
290 1 < 0.1%
 

h1_mbp_invasive_min
Real number (ℝ≥0)

Distinct count116
Unique (%)3.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean68.85472370766489
Minimum8.0
Maximum140.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum8
5-th percentile47
Q160
median67
Q377
95-th percentile98
Maximum140
Range132
Interquartile range (IQR)17

Descriptive statistics

Standard deviation15.75754222
Coefficient of variation (CV)0.2288520143
Kurtosis2.199830799
Mean68.85472371
Median Absolute Deviation (MAD)11.63973964
Skewness0.412230444
Sum231765
Variance248.3001367
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 8. 9. 35.5 42.5 45.5 ... 86.5 93.5 102.5 115.5 140. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
65 123 3.7%
 
62 118 3.5%
 
63 116 3.4%
 
66 113 3.4%
 
70 112 3.3%
 
67 108 3.2%
 
64 108 3.2%
 
69 106 3.1%
 
60 98 2.9%
 
74 89 2.6%
 
Other values (106) 2275 67.6%
 
ValueCountFrequency (%) 
8 8 0.2%
 
10 3 0.1%
 
11 2 0.1%
 
14 2 0.1%
 
15 1 < 0.1%
 
ValueCountFrequency (%) 
140 5 0.1%
 
135 1 < 0.1%
 
134 2 0.1%
 
130 2 0.1%
 
128 1 < 0.1%
 

h1_mbp_max
Real number (ℝ≥0)

Distinct count108
Unique (%)3.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean85.58674985145574
Minimum49.0
Maximum165.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum49
5-th percentile61
Q173
median82
Q395
95-th percentile120
Maximum165
Range116
Interquartile range (IQR)22

Descriptive statistics

Standard deviation19.23286694
Coefficient of variation (CV)0.2247178094
Kurtosis3.274053635
Mean85.58674985
Median Absolute Deviation (MAD)14.173508
Skewness1.362475344
Sum288085
Variance369.9031706
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 49. 49.5 53.5 60.5 64.5 ... 116.5 128.5 143.5 163.5 165. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
77 107 3.2%
 
82 99 2.9%
 
76 96 2.9%
 
78 95 2.8%
 
80 93 2.8%
 
72 92 2.7%
 
74 89 2.6%
 
81 87 2.6%
 
79 84 2.5%
 
70 83 2.5%
 
Other values (98) 2441 72.5%
 
ValueCountFrequency (%) 
49 21 0.6%
 
50 8 0.2%
 
51 6 0.2%
 
52 7 0.2%
 
53 7 0.2%
 
ValueCountFrequency (%) 
165 45 1.3%
 
162 1 < 0.1%
 
158 1 < 0.1%
 
156 1 < 0.1%
 
155 2 0.1%
 

h1_mbp_min
Real number (ℝ≥0)

Distinct count98
Unique (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean69.95098039215686
Minimum32.0
Maximum138.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum32
5-th percentile47
Q160
median68
Q378
95-th percentile98
Maximum138
Range106
Interquartile range (IQR)18

Descriptive statistics

Standard deviation15.37444389
Coefficient of variation (CV)0.2197888265
Kurtosis1.221336723
Mean69.95098039
Median Absolute Deviation (MAD)11.77047872
Skewness0.6066864071
Sum235455
Variance236.373525
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 32. 32.5 38.5 41.5 48.5 ... 86.5 93.5 101.5 111.5 138. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
65 130 3.9%
 
63 115 3.4%
 
66 105 3.1%
 
67 103 3.1%
 
70 103 3.1%
 
64 101 3.0%
 
69 101 3.0%
 
62 101 3.0%
 
68 97 2.9%
 
74 94 2.8%
 
Other values (88) 2316 68.8%
 
ValueCountFrequency (%) 
32 24 0.7%
 
33 1 < 0.1%
 
34 4 0.1%
 
35 2 0.1%
 
36 5 0.1%
 
ValueCountFrequency (%) 
138 7 0.2%
 
133 1 < 0.1%
 
130 1 < 0.1%
 
128 1 < 0.1%
 
127 2 0.1%
 

h1_resprate_max
Real number (ℝ≥0)

Distinct count47
Unique (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.117349970291148
Minimum10.0
Maximum59.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum10
5-th percentile12
Q115
median18
Q322
95-th percentile32
Maximum59
Range49
Interquartile range (IQR)7

Descriptive statistics

Standard deviation7.098723213
Coefficient of variation (CV)0.3713236
Kurtosis8.754122273
Mean19.11734997
Median Absolute Deviation (MAD)4.861351447
Skewness2.389003656
Sum64349
Variance50.39187125
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[10. 10.5 11.5 12.5 13.5 ... 30.5 36.5 43.5 58.5 59. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
16 354 10.5%
 
14 349 10.4%
 
18 309 9.2%
 
15 247 7.3%
 
12 242 7.2%
 
20 236 7.0%
 
17 224 6.7%
 
19 195 5.8%
 
22 150 4.5%
 
21 127 3.8%
 
Other values (37) 933 27.7%
 
ValueCountFrequency (%) 
10 65 1.9%
 
11 45 1.3%
 
12 242 7.2%
 
13 123 3.7%
 
14 349 10.4%
 
ValueCountFrequency (%) 
59 24 0.7%
 
58 2 0.1%
 
56 1 < 0.1%
 
55 1 < 0.1%
 
54 1 < 0.1%
 

h1_spo2_max
Real number (ℝ≥0)

Distinct count32
Unique (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean99.06773618538324
Minimum13.0
Maximum100.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum13
5-th percentile95
Q199
median100
Q3100
95-th percentile100
Maximum100
Range87
Interquartile range (IQR)1

Descriptive statistics

Standard deviation3.148836722
Coefficient of variation (CV)0.03178468433
Kurtosis209.3106633
Mean99.06773619
Median Absolute Deviation (MAD)1.387594091
Skewness-11.02174095
Sum333462
Variance9.915172704
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 13. 59. 75. 89.5 92.5 94.5 96.5 98.5 99.5 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
100 2505 74.4%
 
99 278 8.3%
 
98 186 5.5%
 
97 144 4.3%
 
96 79 2.3%
 
95 51 1.5%
 
94 33 1.0%
 
93 23 0.7%
 
92 12 0.4%
 
91 9 0.3%
 
Other values (22) 46 1.4%
 
ValueCountFrequency (%) 
13 1 < 0.1%
 
56 1 < 0.1%
 
62 1 < 0.1%
 
63 1 < 0.1%
 
64 1 < 0.1%
 
ValueCountFrequency (%) 
100 2505 74.4%
 
99 278 8.3%
 
98 186 5.5%
 
97 144 4.3%
 
96 79 2.3%
 

h1_spo2_min
Real number (ℝ≥0)

Distinct count58
Unique (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean95.98247177658942
Minimum9.0
Maximum100.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum9
5-th percentile85
Q195
median98
Q3100
95-th percentile100
Maximum100
Range91
Interquartile range (IQR)5

Descriptive statistics

Standard deviation8.009911502
Coefficient of variation (CV)0.08345181525
Kurtosis42.5244115
Mean95.98247178
Median Absolute Deviation (MAD)4.196222298
Skewness-5.537014001
Sum323077
Variance64.15868227
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 9. 64.5 72.5 82.5 87.5 ... 94.5 96.5 97.5 99.5 100. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
100 1176 34.9%
 
99 441 13.1%
 
98 361 10.7%
 
97 270 8.0%
 
96 219 6.5%
 
95 203 6.0%
 
94 136 4.0%
 
93 109 3.2%
 
92 84 2.5%
 
91 58 1.7%
 
Other values (48) 309 9.2%
 
ValueCountFrequency (%) 
9 2 0.1%
 
10 2 0.1%
 
12 2 0.1%
 
13 1 < 0.1%
 
21 1 < 0.1%
 
ValueCountFrequency (%) 
100 1176 34.9%
 
99 441 13.1%
 
98 361 10.7%
 
97 270 8.0%
 
96 219 6.5%
 

heart_rate_apache
Real number (ℝ≥0)

Distinct count139
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.03683897801545
Minimum30.0
Maximum178.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum30
5-th percentile50.25
Q187
median100
Q3114
95-th percentile143
Maximum178
Range148
Interquartile range (IQR)27

Descriptive statistics

Standard deviation28.01263476
Coefficient of variation (CV)0.2857358015
Kurtosis-0.004558474185
Mean98.03683898
Median Absolute Deviation (MAD)21.28785708
Skewness-0.1297332729
Sum329992
Variance784.7077064
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 30. 31. 41.5 50.5 64.5 ... 142.5 153.5 170.5 177.5 178. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
90 94 2.8%
 
91 85 2.5%
 
96 80 2.4%
 
97 74 2.2%
 
101 73 2.2%
 
94 71 2.1%
 
100 70 2.1%
 
99 67 2.0%
 
106 67 2.0%
 
103 62 1.8%
 
Other values (129) 2623 77.9%
 
ValueCountFrequency (%) 
30 27 0.8%
 
32 1 < 0.1%
 
33 4 0.1%
 
34 4 0.1%
 
35 2 0.1%
 
ValueCountFrequency (%) 
178 15 0.4%
 
177 1 < 0.1%
 
175 2 0.1%
 
171 1 < 0.1%
 
170 2 0.1%
 

height
Real number (ℝ≥0)

Distinct count163
Unique (%)4.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean171.3797177658942
Minimum137.2
Maximum195.59
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum137.2
5-th percentile154
Q1165
median172.7
Q3179.1
95-th percentile185.875
Maximum195.59
Range58.39
Interquartile range (IQR)14.1

Descriptive statistics

Standard deviation10.21707139
Coefficient of variation (CV)0.05961657263
Kurtosis-0.3214282561
Mean171.3797178
Median Absolute Deviation (MAD)8.427060907
Skewness-0.306912624
Sum576864.13
Variance104.3885478
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[137.2 138.6 144.75 149.85 149.95 ... 190.75 192.5 193.5 195.545 195.59 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
177.8 212 6.3%
 
172.7 177 5.3%
 
160 157 4.7%
 
180.3 148 4.4%
 
167.6 147 4.4%
 
165.1 136 4.0%
 
182.9 136 4.0%
 
175.3 129 3.8%
 
170 108 3.2%
 
162.6 102 3.0%
 
Other values (153) 1914 56.9%
 
ValueCountFrequency (%) 
137.2 10 0.3%
 
140 1 < 0.1%
 
142.2 3 0.1%
 
143 1 < 0.1%
 
144 2 0.1%
 
ValueCountFrequency (%) 
195.59 12 0.4%
 
195.5 1 < 0.1%
 
194 1 < 0.1%
 
193 20 0.6%
 
192 2 0.1%
 
Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
0
3320
1
 
46
ValueCountFrequency (%) 
0 3320 98.6%
 
1 46 1.4%
 
Distinct count13
Unique (%)0.4%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
Operating Room
2372
Emergency Department
 
391
Direct Admit
 
184
Recovery Room
 
157
Floor
 
133
Other values (8)
 
129
ValueCountFrequency (%) 
Operating Room 2372 70.5%
 
Emergency Department 391 11.6%
 
Direct Admit 184 5.5%
 
Recovery Room 157 4.7%
 
Floor 133 4.0%
 
Other Hospital 55 1.6%
 
PACU 25 0.7%
 
Acute Care/Floor 18 0.5%
 
Step-Down Unit (SDU) 17 0.5%
 
Chest Pain Center 6 0.2%
 
Other values (3) 8 0.2%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceTrue
Contains non-wordsTrue

Length

Max length20
Mean length14.14795009
Min length4
Scatter

icu_stay_type
Categorical

Distinct count3
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
admit
3321
transfer
 
36
readmit
 
9
ValueCountFrequency (%) 
admit 3321 98.7%
 
transfer 36 1.1%
 
readmit 9 0.3%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length8
Mean length5.037433155
Min length5
Scatter
Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
0
3320
1
 
46
ValueCountFrequency (%) 
0 3320 98.6%
 
1 46 1.4%
 
Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
1
2971
0
 
395
ValueCountFrequency (%) 
1 2971 88.3%
 
0 395 11.7%
 

leukemia
Boolean

Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
0
3354
1
 
12
ValueCountFrequency (%) 
0 3354 99.6%
 
1 12 0.4%
 

lymphoma
Boolean

Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
0
3354
1
 
12
ValueCountFrequency (%) 
0 3354 99.6%
 
1 12 0.4%
 

pao2_apache
Real number (ℝ≥0)

Distinct count655
Unique (%)19.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean150.17085561497328
Minimum31.0
Maximum498.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum31
5-th percentile63
Q189
median121
Q3179
95-th percentile350.75
Maximum498
Range467
Interquartile range (IQR)90

Descriptive statistics

Standard deviation89.83446089
Coefficient of variation (CV)0.5982150166
Kurtosis2.302638397
Mean150.1708556
Median Absolute Deviation (MAD)67.17981673
Skewness1.582658614
Sum505475.1
Variance8070.230363
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 31. 31.5 53.6 62.95 63.25 ... 214.5 289.5 416.55 497.6 498. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
76 35 1.0%
 
83 32 1.0%
 
92 32 1.0%
 
101 31 0.9%
 
105 31 0.9%
 
91 29 0.9%
 
80 29 0.9%
 
103 29 0.9%
 
95 28 0.8%
 
78 28 0.8%
 
Other values (645) 3062 91.0%
 
ValueCountFrequency (%) 
31 12 0.4%
 
32 1 < 0.1%
 
33 2 0.1%
 
34 4 0.1%
 
34.3 1 < 0.1%
 
ValueCountFrequency (%) 
498 10 0.3%
 
497.2 1 < 0.1%
 
496 1 < 0.1%
 
494 1 < 0.1%
 
492 1 < 0.1%
 

resprate_apache
Real number (ℝ≥0)

Distinct count58
Unique (%)1.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.467855020796197
Minimum4.0
Maximum60.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum4
5-th percentile4
Q18
median12
Q332
95-th percentile46
Maximum60
Range56
Interquartile range (IQR)24

Descriptive statistics

Standard deviation14.46492753
Coefficient of variation (CV)0.7067143827
Kurtosis-0.8196474076
Mean20.46785502
Median Absolute Deviation (MAD)13.1817098
Skewness0.5667690697
Sum68894.8
Variance209.2341284
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 4. 4.5 9.5 10.5 12.5 ... 40.2 40.7 43.5 51.5 60. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4 321 9.5%
 
10 276 8.2%
 
12 186 5.5%
 
8 184 5.5%
 
9 170 5.1%
 
7 151 4.5%
 
5 142 4.2%
 
11 140 4.2%
 
6 137 4.1%
 
30 123 3.7%
 
Other values (48) 1536 45.6%
 
ValueCountFrequency (%) 
4 321 9.5%
 
5 142 4.2%
 
6 137 4.1%
 
7 151 4.5%
 
8 184 5.5%
 
ValueCountFrequency (%) 
60 11 0.3%
 
59 12 0.4%
 
58 9 0.3%
 
57 6 0.2%
 
56 10 0.3%
 

sodium_apache
Real number (ℝ≥0)

Distinct count50
Unique (%)1.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean139.64370172311348
Minimum117.0
Maximum158.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum117
5-th percentile133
Q1137
median139
Q3142
95-th percentile149
Maximum158
Range41
Interquartile range (IQR)5

Descriptive statistics

Standard deviation4.87854756
Coefficient of variation (CV)0.03493567916
Kurtosis2.382404069
Mean139.6437017
Median Absolute Deviation (MAD)3.50389705
Skewness0.5839238952
Sum470040.7
Variance23.80022629
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[117. 127.5 130.1 130.6 132.5 ... 148.5 150.5 155.5 157.5 158. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
140 387 11.5%
 
139 352 10.5%
 
138 344 10.2%
 
141 317 9.4%
 
137 308 9.2%
 
136 251 7.5%
 
142 251 7.5%
 
135 175 5.2%
 
143 153 4.5%
 
134 115 3.4%
 
Other values (40) 713 21.2%
 
ValueCountFrequency (%) 
117 3 0.1%
 
119 1 < 0.1%
 
120 1 < 0.1%
 
121 3 0.1%
 
122 2 0.1%
 
ValueCountFrequency (%) 
158 19 0.6%
 
157 2 0.1%
 
156 7 0.2%
 
155 12 0.4%
 
154 12 0.4%
 
Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
0
3333
1
 
33
ValueCountFrequency (%) 
0 3333 99.0%
 
1 33 1.0%
 
Distinct count2
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size26.4 KiB
1
3186
0
 
180
ValueCountFrequency (%) 
1 3186 94.7%
 
0 180 5.3%
 

weight
Real number (ℝ≥0)

Distinct count1027
Unique (%)30.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean88.18402852049911
Minimum38.6
Maximum186.0
Zeros0
Zeros (%)0.0%
Memory size26.4 KiB
Mini histogram

Quantile statistics

Minimum38.6
5-th percentile56.225
Q172.625
median86
Q3100.3
95-th percentile126.235
Maximum186
Range147.4
Interquartile range (IQR)27.675

Descriptive statistics

Standard deviation22.21025462
Coefficient of variation (CV)0.2518625537
Kurtosis1.51432091
Mean88.18402852
Median Absolute Deviation (MAD)17.14549248
Skewness0.8172894465
Sum296827.44
Variance493.2954104
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 38.6 45.7 50.5 58.85 59.05 ... 113.45 127.2 149.75 185.7 186. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
100 32 1.0%
 
70 25 0.7%
 
81.6 24 0.7%
 
80 22 0.7%
 
75 22 0.7%
 
90 22 0.7%
 
86 21 0.6%
 
83 21 0.6%
 
72.6 20 0.6%
 
90.7 19 0.6%
 
Other values (1017) 3138 93.2%
 
ValueCountFrequency (%) 
38.6 3 0.1%
 
39.2 3 0.1%
 
39.5 1 < 0.1%
 
41 1 < 0.1%
 
41.3 1 < 0.1%
 
ValueCountFrequency (%) 
186 6 0.2%
 
185.4 1 < 0.1%
 
185.06 1 < 0.1%
 
183.5 1 < 0.1%
 
183 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

ageapache_2_diagnosisarf_apachebmicirrhosisd1_arterial_pco2_maxd1_arterial_pco2_mind1_arterial_ph_maxd1_arterial_ph_mind1_arterial_po2_mind1_calcium_maxd1_calcium_mind1_diasbp_invasive_maxd1_diasbp_invasive_mind1_glucose_maxd1_hco3_maxd1_hco3_mind1_heartrate_maxd1_heartrate_mind1_inr_maxd1_inr_mind1_pao2fio2ratio_maxd1_pao2fio2ratio_mind1_resprate_maxd1_sodium_maxd1_sodium_mind1_spo2_mind1_sysbp_invasive_maxd1_sysbp_invasive_mind1_temp_maxdf_indexdiabetes_mellitusethnicitygcs_motor_apachegenderh1_arterial_po2_minh1_heartrate_maxh1_heartrate_minh1_mbp_invasive_maxh1_mbp_invasive_minh1_mbp_maxh1_mbp_minh1_resprate_maxh1_spo2_maxh1_spo2_minheart_rate_apacheheighthepatic_failurehospital_admit_sourceicu_stay_typeimmunosuppressionintubated_apacheleukemialymphomapao2_apacheresprate_apachesodium_apachesolid_tumor_with_metastasisventilated_apacheweight
047.0214.0028.867188039.036.07.307.27120.08.07.4170.055.0121.022.018.0138.0114.01.31.3367.500000300.00000041.0142.0139.091.0289.071.037.61060Asian6.0F120.0135.0116.0131.096.0111.099.010.0100.098.0139.0160.00Operating Roomadmit0100120.041.0139.00173.90
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261.0306.0045.598886040.033.07.457.19108.09.08.474.026.0490.032.020.0140.078.04.91.9372.500000270.00000034.0143.0137.049.0144.042.038.14261Caucasian6.0F149.0106.088.088.036.088.036.017.0100.099.0142.0172.70Emergency Departmentadmit0100108.04.0137.001136.00
354.0305.0022.277898040.029.07.477.3288.07.56.862.040.0155.024.023.0124.084.01.01.0390.000000390.00000028.0140.0140.096.0114.090.038.24450Caucasian6.0F256.0108.092.0110.0104.0110.0104.016.0100.0100.0132.0162.60Operating Roomadmit0100117.010.0140.00158.90
480.0203.0030.056473042.038.07.417.3991.08.68.666.038.0187.024.024.0150.088.01.31.2292.000000227.50000026.0138.0138.090.0134.076.037.35350Caucasian6.0F146.0150.090.092.066.092.066.010.0100.096.0150.0161.30Operating Roomadmit0100146.035.0138.00178.20
568.0202.0024.887703043.035.07.417.3567.08.28.264.042.0193.023.023.082.058.01.31.2111.666667111.66666727.0138.0138.092.0120.084.037.65560Caucasian6.0F67.062.058.082.070.082.070.014.097.095.058.0162.60Operating Roomadmit000067.034.0138.00065.80
676.0214.0035.527344060.047.07.397.29136.08.27.768.031.0178.030.030.097.068.02.42.4462.500000340.00000066.0147.0145.092.0215.082.038.66320Caucasian6.0F185.097.076.0117.081.0109.0109.059.0100.099.099.0160.00Operating Roomadmit0100136.037.0147.00190.95
777.0203.0023.784329049.041.07.377.2885.08.68.642.030.0190.025.025.088.070.01.21.1461.224490148.33333332.0146.0146.093.0138.098.037.06430Caucasian6.0F89.084.072.064.054.064.054.012.0100.099.084.0157.50Operating Roomadmit010089.054.0146.00159.00
835.0103.0033.582720043.035.07.447.3569.07.37.268.048.0123.024.023.0110.094.01.21.2121.11111169.00000025.0140.0138.082.0138.094.038.86690Caucasian1.0M73.0110.0106.074.064.088.088.022.097.094.0114.0175.30Direct Admitadmit010075.023.0138.001103.20
946.0308.0024.756677037.021.07.477.34123.07.95.7120.032.0145.022.016.0126.056.01.41.2577.000000123.00000028.0136.0131.098.0130.076.037.69700African American6.0M123.0122.056.072.068.082.044.023.0100.0100.0126.0188.00Operating Roomadmit0000123.07.0136.00187.50

Last rows

ageapache_2_diagnosisarf_apachebmicirrhosisd1_arterial_pco2_maxd1_arterial_pco2_mind1_arterial_ph_maxd1_arterial_ph_mind1_arterial_po2_mind1_calcium_maxd1_calcium_mind1_diasbp_invasive_maxd1_diasbp_invasive_mind1_glucose_maxd1_hco3_maxd1_hco3_mind1_heartrate_maxd1_heartrate_mind1_inr_maxd1_inr_mind1_pao2fio2ratio_maxd1_pao2fio2ratio_mind1_resprate_maxd1_sodium_maxd1_sodium_mind1_spo2_mind1_sysbp_invasive_maxd1_sysbp_invasive_mind1_temp_maxdf_indexdiabetes_mellitusethnicitygcs_motor_apachegenderh1_arterial_po2_minh1_heartrate_maxh1_heartrate_minh1_mbp_invasive_maxh1_mbp_invasive_minh1_mbp_maxh1_mbp_minh1_resprate_maxh1_spo2_maxh1_spo2_minheart_rate_apacheheighthepatic_failurehospital_admit_sourceicu_stay_typeimmunosuppressionintubated_apacheleukemialymphomapao2_apacheresprate_apachesodium_apachesolid_tumor_with_metastasisventilated_apacheweight
335673.0203.0033.459310068.337.87.4297.14861.07.77.454.040.0222.027.022.084.065.01.451.45244.000000152.00000028.0146.0144.088.0139.082.037.31300360African American6.0F168.080.080.065.063.078.078.016.0100.0100.080.0157.50Operating Roomadmit0100168.027.0144.00183.0
335766.0308.0028.189275042.036.77.4037.32891.09.08.768.048.0182.022.022.0121.069.01.201.20318.000000252.77777834.0138.0138.090.0136.093.038.21300390African American6.0M318.082.069.091.072.085.085.016.0100.0100.0119.0185.50Operating Roomadmit0100318.034.0138.00197.0
335870.0114.0036.005197066.639.17.2697.04150.07.25.573.050.0363.018.015.0109.063.01.321.19244.00000062.50000043.0144.0138.095.0157.097.035.11300580Caucasian1.0M244.087.063.068.068.085.074.043.0100.095.0109.0170.20Emergency Departmentadmit010056.039.0138.001104.3
335962.0217.0027.724447040.131.77.4067.341104.09.09.096.044.0139.023.023.0123.065.01.061.06485.000000260.00000029.0137.0137.099.0205.0100.037.51300740Caucasian6.0F164.094.067.0115.063.0114.073.023.0100.0100.0135.0162.60Emergency Departmentadmit0100485.029.0137.00173.3
336067.0203.0028.836131061.838.37.4317.21659.07.87.768.042.0175.024.024.090.065.01.141.14268.75000084.28571434.0142.0142.093.0151.094.038.11300940Caucasian6.0F124.080.079.090.070.087.072.014.0100.098.090.0167.60Operating Roomadmit0100124.038.0142.00181.0
336162.0308.0033.178948041.540.47.3527.30195.07.97.963.041.0200.024.021.099.072.01.191.19247.50000095.00000024.0141.0140.095.0128.083.038.51301050Caucasian5.0M95.089.081.096.074.086.075.024.0100.0100.099.0170.10Direct Admitadmit010095.04.0140.00196.0
336282.0203.0016.810280155.045.67.3817.314171.08.48.170.025.0117.028.024.095.056.01.181.18388.636364388.63636475.0134.0132.098.0195.097.037.11301200Caucasian6.0F171.095.070.094.055.093.085.030.0100.0100.055.0157.51Operating Roomadmit0000171.057.0134.00041.7
336366.0203.0028.823381041.531.47.4947.376193.08.07.365.043.0209.026.023.0115.086.01.361.36380.000000380.00000050.0145.0142.096.0159.099.037.41301490Caucasian6.0F380.0115.0104.071.069.065.065.016.0100.0100.0115.0157.50Flooradmit0100380.050.0142.00171.5
336450.0305.0020.324301053.134.77.3687.18589.07.36.3140.042.0182.020.020.0104.048.01.021.02300.000000222.50000028.0143.0140.094.0209.089.037.81301510African American5.0F226.072.065.083.069.082.079.017.0100.0100.062.0165.10Operating Roomadmit0100226.014.0143.00155.4
336573.0114.0032.265371044.023.27.6147.16180.08.18.093.046.0346.026.019.0101.058.01.141.11163.00000080.00000034.0142.0139.077.0164.086.035.11301541African American1.0M163.0101.092.087.073.095.095.024.0100.0100.0104.0177.80Emergency Departmentadmit010080.034.0142.001102.0